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"sovereignty_declaration": {
"version": "1.0",
"standard": "Kuwait Declaration on Responsible AI — February 2026",
"issued_by": "Sovereign AI Architecture Division",
"model": "manara-annotate-v1",
"declaration_date": "2026-02-23"
},
"data_residency": {
"policy": "100% Local Inference",
"description": "All inference, training, and data processing operations are designed to execute entirely within the operator's sovereign infrastructure. No data is transmitted to external, third-party, or cloud services during inference.",
"allowed_regions": ["Kuwait", "GCC Member States", "Designated Sovereign Cloud Zones"],
"cross_border_transfer": false,
"data_at_rest_encryption": "AES-256",
"data_in_transit_encryption": "TLS 1.3"
},
"inference_sovereignty": {
"external_api_calls": false,
"telemetry_collection": false,
"model_phoning_home": false,
"offline_capable": true,
"edge_deployment_formats": ["GGUF (llama.cpp)", "ONNX", "TensorRT"],
"recommended_hardware": "NVIDIA A100 / H100 (on-premise) or sovereign cloud GPU instances"
},
"regulatory_compliance": {
"kuwait_declaration_2026": {
"status": "Compliant",
"principles_met": [
"Transparency & Explainability",
"Human Oversight & Control",
"Fairness & Non-Discrimination",
"Privacy & Data Protection",
"Security & Resilience",
"Accountability"
]
},
"kuwait_dppr": {
"status": "Compliant",
"pii_handling": "All PII identified, labeled, and redacted prior to training ingestion",
"data_subject_rights": "Supported via redaction audit pipeline"
},
"kuwait_national_ai_strategy_2025_2028": {
"status": "Aligned",
"pillar": "Sovereign AI Infrastructure & Arabic-First Capabilities"
},
"iso_iec_42001": {
"status": "Aligned",
"description": "AI Management System documentation provided"
}
},
"model_governance": {
"human_oversight": true,
"automated_decision_making_without_review": false,
"bias_audit_completed": true,
"bias_mitigation_strategy": "Multi-dialect balanced dataset; Western-bias reduction via Arabic-only training corpus",
"sharia_compliance_filtering": true,
"explainability_method": "Confidence scoring on all label outputs",
"audit_trail": "Full data lineage documented in data_distillation/"
},
"contact": {
"architect": "Lead Sovereign AI Architect",
"organization": "AgenThink",
"email": "farouq@agenthink.ai",
"linkedin": "farouq sultan"
}
}
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